Dataset info
| Number of variables | 23 |
|---|---|
| Number of observations | 1458 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 262.1 KiB |
| Average record size in memory | 184.1 B |
Variables types
| Numeric | 16 |
|---|---|
| Categorical | 6 |
| Boolean | 1 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
qtde_carros_garagem has 81 (5.6%) zeros | Zeros |
tam_garagem has 81 (5.6%) zeros | Zeros |
tam_piscina has 1451 (99.5%) zeros | Zeros |
tam_segundo_andar has 828 (56.8%) zeros | Zeros |
ano_construcao
Numeric
| Distinct count | 112 |
|---|---|
| Unique (%) | 7.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1971.237311 |
|---|---|
| Minimum | 1872 |
| Maximum | 2010 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1916 |
| Q1 | 1954 |
| Median | 1972.5 |
| Q3 | 2000 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range | 46 |
Descriptive statistics
| Standard deviation | 30.20988 |
|---|---|
| Coef of variation | 0.01532533898 |
| Kurtosis | -0.4418446098 |
| Mean | 1971.237311 |
| MAD | 25.07207385 |
| Skewness | -0.6117607623 |
| Sum | 2874064 |
| Variance | 912.6368499 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 2006 | 67 | 4.6% | |
| 2005 | 64 | 4.4% | |
| 2004 | 53 | 3.6% | |
| 2007 | 49 | 3.4% | |
| 2003 | 45 | 3.1% | |
| 1976 | 33 | 2.3% | |
| 1977 | 32 | 2.2% | |
| 1920 | 30 | 2.1% | |
| 1959 | 26 | 1.8% | |
| 1999 | 25 | 1.7% | |
| Other values (102) | 1034 | 70.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1872 | 1 | 0.1% | |
| 1875 | 1 | 0.1% | |
| 1880 | 4 | 0.3% | |
| 1882 | 1 | 0.1% | |
| 1885 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2010 | 1 | 0.1% | |
| 2009 | 18 | 1.2% | |
| 2008 | 23 | 1.6% | |
| 2007 | 49 | 3.4% | |
| 2006 | 67 | 4.6% |
ano_venda
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2007.817558 |
|---|---|
| Minimum | 2006 |
| Maximum | 2010 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2006 |
|---|---|
| 5-th percentile | 2006 |
| Q1 | 2007 |
| Median | 2008 |
| Q3 | 2009 |
| 95-th percentile | 2010 |
| Maximum | 2010 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.327981554 |
|---|---|
| Coef of variation | 0.0006614054892 |
| Kurtosis | -1.190516425 |
| Mean | 2007.817558 |
| MAD | 1.148223415 |
| Skewness | 0.09425878254 |
| Sum | 2927398 |
| Variance | 1.763535009 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 2009 | 338 | 23.2% | |
| 2007 | 328 | 22.5% | |
| 2006 | 313 | 21.5% | |
| 2008 | 304 | 20.9% | |
| 2010 | 175 | 12.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2006 | 313 | 21.5% | |
| 2007 | 328 | 22.5% | |
| 2008 | 304 | 20.9% | |
| 2009 | 338 | 23.2% | |
| 2010 | 175 | 12.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2010 | 175 | 12.0% | |
| 2009 | 338 | 23.2% | |
| 2008 | 304 | 20.9% | |
| 2007 | 328 | 22.5% | |
| 2006 | 313 | 21.5% |
ar_condicionado
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Y | |
|---|---|
| N | 95 |
| Value | Count | Frequency (%) | |
| Y | 1363 | 93.5% | |
| N | 95 | 6.5% |
condicao
Numeric
| Distinct count | 9 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.574759945 |
|---|---|
| Minimum | 1 |
| Maximum | 9 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.112834949 |
|---|---|
| Coef of variation | 0.1996202455 |
| Kurtosis | 1.111101785 |
| Mean | 5.574759945 |
| MAD | 0.8887270647 |
| Skewness | 0.6941789837 |
| Sum | 8128 |
| Variance | 1.238401624 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 5 | 820 | 56.2% | |
| 6 | 252 | 17.3% | |
| 7 | 204 | 14.0% | |
| 8 | 72 | 4.9% | |
| 4 | 57 | 3.9% | |
| 3 | 25 | 1.7% | |
| 9 | 22 | 1.5% | |
| 2 | 5 | 0.3% | |
| 1 | 1 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.1% | |
| 2 | 5 | 0.3% | |
| 3 | 25 | 1.7% | |
| 4 | 57 | 3.9% | |
| 5 | 820 | 56.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 22 | 1.5% | |
| 8 | 72 | 4.9% | |
| 7 | 204 | 14.0% | |
| 6 | 252 | 17.3% | |
| 5 | 820 | 56.2% |
forma_terreno
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Reg | |
|---|---|
| IR1 | |
| IR2 | 41 |
| Value | Count | Frequency (%) | |
| Reg | 924 | 63.4% | |
| IR1 | 483 | 33.1% | |
| IR2 | 41 | 2.8% | |
| IR3 | 10 | 0.7% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
mes_venda
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.316186557 |
|---|---|
| Minimum | 1 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.700471247 |
|---|---|
| Coef of variation | 0.4275477335 |
| Kurtosis | -0.4006891123 |
| Mean | 6.316186557 |
| MAD | 2.139061533 |
| Skewness | 0.2124060983 |
| Sum | 9209 |
| Variance | 7.292544954 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 6 | 253 | 17.4% | |
| 7 | 234 | 16.0% | |
| 5 | 204 | 14.0% | |
| 4 | 141 | 9.7% | |
| 8 | 122 | 8.4% | |
| 3 | 106 | 7.3% | |
| 10 | 89 | 6.1% | |
| 11 | 79 | 5.4% | |
| 9 | 62 | 4.3% | |
| 12 | 58 | 4.0% | |
| Other values (2) | 110 | 7.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 58 | 4.0% | |
| 2 | 52 | 3.6% | |
| 3 | 106 | 7.3% | |
| 4 | 141 | 9.7% | |
| 5 | 204 | 14.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 58 | 4.0% | |
| 11 | 79 | 5.4% | |
| 10 | 89 | 6.1% | |
| 9 | 62 | 4.3% | |
| 8 | 122 | 8.4% |
preco
Numeric
| Distinct count | 662 |
|---|---|
| Unique (%) | 45.4% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 734224.429 |
|---|---|
| Minimum | 141694 |
| Maximum | 3065300 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 141694 |
|---|---|
| 5-th percentile | 357280 |
| Q1 | 527495.5 |
| Median | 661780 |
| Q3 | 868840 |
| 95-th percentile | 1324778 |
| Maximum | 3065300 |
| Range | 2923606 |
| Interquartile range | 341344.5 |
Descriptive statistics
| Standard deviation | 322437.9836 |
|---|---|
| Coef of variation | 0.4391545295 |
| Kurtosis | 6.563823591 |
| Mean | 734224.429 |
| MAD | 232910.1838 |
| Skewness | 1.887306914 |
| Sum | 1070499217 |
| Variance | 1.039662533e+11 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 568400 | 20 | 1.4% | |
| 548100 | 17 | 1.2% | |
| 588700 | 14 | 1.0% | |
| 629300 | 14 | 1.0% | |
| 771400 | 13 | 0.9% | |
| 446600 | 13 | 0.9% | |
| 649600 | 12 | 0.8% | |
| 466900 | 12 | 0.8% | |
| 527800 | 11 | 0.8% | |
| 564340 | 11 | 0.8% | |
| Other values (652) | 1321 | 90.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 141694 | 1 | 0.1% | |
| 143362.66 | 1 | 0.1% | |
| 153874 | 1 | 0.1% | |
| 159558 | 1 | 0.1% | |
| 162400 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3065300 | 1 | 0.1% | |
| 3024700 | 1 | 0.1% | |
| 2537500 | 1 | 0.1% | |
| 2483327.42 | 1 | 0.1% | |
| 2366707.98 | 1 | 0.1% |
qtde_banheiros
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.583676269 |
|---|---|
| Minimum | 0 |
| Maximum | 30 |
| Zeros (%) | 0.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.9256104091 |
|---|---|
| Coef of variation | 0.5844694571 |
| Kurtosis | 609.4520673 |
| Mean | 1.583676269 |
| MAD | 0.5391755623 |
| Skewness | 19.87030834 |
| Sum | 2309 |
| Variance | 0.8567546295 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 2 | 767 | 52.6% | |
| 1 | 649 | 44.5% | |
| 3 | 32 | 2.2% | |
| 0 | 9 | 0.6% | |
| 30 | 1 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 9 | 0.6% | |
| 1 | 649 | 44.5% | |
| 2 | 767 | 52.6% | |
| 3 | 32 | 2.2% | |
| 30 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 30 | 1 | 0.1% | |
| 3 | 32 | 2.2% | |
| 2 | 767 | 52.6% | |
| 1 | 649 | 44.5% | |
| 0 | 9 | 0.6% |
qtde_carros_garagem
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.76611797 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 5.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.7471043289 |
|---|---|
| Coef of variation | 0.4230206259 |
| Kurtosis | 0.2221081375 |
| Mean | 1.76611797 |
| MAD | 0.5840234382 |
| Skewness | -0.3423769996 |
| Sum | 2575 |
| Variance | 0.5581648783 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 2 | 823 | 56.4% | |
| 1 | 369 | 25.3% | |
| 3 | 180 | 12.3% | |
| 0 | 81 | 5.6% | |
| 4 | 5 | 0.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 81 | 5.6% | |
| 1 | 369 | 25.3% | |
| 2 | 823 | 56.4% | |
| 3 | 180 | 12.3% | |
| 4 | 5 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 5 | 0.3% | |
| 3 | 180 | 12.3% | |
| 2 | 823 | 56.4% | |
| 1 | 369 | 25.3% | |
| 0 | 81 | 5.6% |
qtde_comodos
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | 0.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.517146776 |
|---|---|
| Minimum | 2 |
| Maximum | 14 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.624721365 |
|---|---|
| Coef of variation | 0.2492994896 |
| Kurtosis | 0.8893792172 |
| Mean | 6.517146776 |
| MAD | 1.278550206 |
| Skewness | 0.6774437059 |
| Sum | 9502 |
| Variance | 2.639719513 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 6 | 402 | 27.6% | |
| 7 | 329 | 22.6% | |
| 5 | 274 | 18.8% | |
| 8 | 187 | 12.8% | |
| 4 | 97 | 6.7% | |
| 9 | 74 | 5.1% | |
| 10 | 47 | 3.2% | |
| 11 | 18 | 1.2% | |
| 3 | 17 | 1.2% | |
| 12 | 11 | 0.8% | |
| Other values (2) | 2 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 1 | 0.1% | |
| 3 | 17 | 1.2% | |
| 4 | 97 | 6.7% | |
| 5 | 274 | 18.8% | |
| 6 | 402 | 27.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14 | 1 | 0.1% | |
| 12 | 11 | 0.8% | |
| 11 | 18 | 1.2% | |
| 10 | 47 | 3.2% | |
| 9 | 74 | 5.1% |
qtde_lareiras
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | |
| 2 | 115 |
| Value | Count | Frequency (%) | |
| 0 | 689 | 47.3% | |
| 1 | 649 | 44.5% | |
| 2 | 115 | 7.9% | |
| 3 | 5 | 0.3% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
qtde_quartos
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.866255144 |
|---|---|
| Minimum | 0 |
| Maximum | 8 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 0.8154815299 |
|---|---|
| Coef of variation | 0.284511144 |
| Kurtosis | 2.242455439 |
| Mean | 2.866255144 |
| MAD | 0.5758070981 |
| Skewness | 0.2119659209 |
| Sum | 4179 |
| Variance | 0.6650101257 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 3 | 804 | 55.1% | |
| 2 | 357 | 24.5% | |
| 4 | 212 | 14.5% | |
| 1 | 50 | 3.4% | |
| 5 | 21 | 1.4% | |
| 6 | 7 | 0.5% | |
| 0 | 6 | 0.4% | |
| 8 | 1 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 6 | 0.4% | |
| 1 | 50 | 3.4% | |
| 2 | 357 | 24.5% | |
| 3 | 804 | 55.1% | |
| 4 | 212 | 14.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 8 | 1 | 0.1% | |
| 6 | 7 | 0.5% | |
| 5 | 21 | 1.4% | |
| 4 | 212 | 14.5% | |
| 3 | 804 | 55.1% |
qualidade_aquecedor
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Ex | |
|---|---|
| TA | |
| Gd | |
| Other values (2) | 50 |
| Value | Count | Frequency (%) | |
| Ex | 740 | 50.8% | |
| TA | 428 | 29.4% | |
| Gd | 240 | 16.5% | |
| Fa | 49 | 3.4% | |
| Po | 1 | 0.1% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
qualidade_cozinha
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| TA | |
|---|---|
| Gd | |
| Ex | 100 |
| Value | Count | Frequency (%) | |
| TA | 735 | 50.4% | |
| Gd | 584 | 40.1% | |
| Ex | 100 | 6.9% | |
| Fa | 39 | 2.7% |
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
qualidade_geral
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | 0.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.098765432 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.382749337 |
|---|---|
| Coef of variation | 0.2267261059 |
| Kurtosis | 0.1003923773 |
| Mean | 6.098765432 |
| MAD | 1.09735982 |
| Skewness | 0.2171131604 |
| Sum | 8892 |
| Variance | 1.911995729 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 5 | 396 | 27.2% | |
| 6 | 374 | 25.7% | |
| 7 | 319 | 21.9% | |
| 8 | 167 | 11.5% | |
| 4 | 116 | 8.0% | |
| 9 | 43 | 2.9% | |
| 3 | 20 | 1.4% | |
| 10 | 18 | 1.2% | |
| 2 | 3 | 0.2% | |
| 1 | 2 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.1% | |
| 2 | 3 | 0.2% | |
| 3 | 20 | 1.4% | |
| 4 | 116 | 8.0% | |
| 5 | 396 | 27.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 18 | 1.2% | |
| 9 | 43 | 2.9% | |
| 8 | 167 | 11.5% | |
| 7 | 319 | 21.9% | |
| 6 | 374 | 25.7% |
qualidade_piscina
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| NotAv | |
|---|---|
| Gd | 3 |
| Ex | 2 |
| Value | Count | Frequency (%) | |
| NotAv | 1451 | 99.5% | |
| Gd | 3 | 0.2% | |
| Ex | 2 | 0.1% | |
| Fa | 2 | 0.1% |
| Max length | 5 |
|---|---|
| Mean length | 4.985596708 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
tam_garagem
Numeric
| Distinct count | 441 |
|---|---|
| Unique (%) | 30.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 43.92540498 |
|---|---|
| Minimum | 0 |
| Maximum | 131.736454 |
| Zeros (%) | 5.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 30.7973445 |
| Median | 44.5469885 |
| Q3 | 53.512128 |
| 95-th percentile | 78.9954209 |
| Maximum | 131.736454 |
| Range | 131.736454 |
| Interquartile range | 22.7147835 |
Descriptive statistics
| Standard deviation | 19.86950536 |
|---|---|
| Coef of variation | 0.452346549 |
| Kurtosis | 0.9172453947 |
| Mean | 43.92540498 |
| MAD | 14.87121049 |
| Skewness | 0.1817234556 |
| Sum | 64043.24047 |
| Variance | 394.7972432 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 81 | 5.6% | |
| 40.87732 | 49 | 3.4% | |
| 53.512128 | 47 | 3.2% | |
| 22.29672 | 38 | 2.6% | |
| 44.965052 | 34 | 2.3% | |
| 49.052784 | 33 | 2.3% | |
| 26.756064 | 27 | 1.9% | |
| 37.1612 | 25 | 1.7% | |
| 24.526392 | 24 | 1.6% | |
| 44.59344 | 24 | 1.6% | |
| Other values (431) | 1076 | 73.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 81 | 5.6% | |
| 14.86448 | 2 | 0.1% | |
| 15.236092 | 1 | 0.1% | |
| 16.72254 | 9 | 0.6% | |
| 17.279958 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 131.736454 | 1 | 0.1% | |
| 129.13517 | 1 | 0.1% | |
| 125.976468 | 1 | 0.1% | |
| 115.942944 | 1 | 0.1% | |
| 113.34166 | 1 | 0.1% |
tam_piscina
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | 0.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2566620604 |
|---|---|
| Minimum | 0 |
| Maximum | 68.562414 |
| Zeros (%) | 99.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 68.562414 |
| Range | 68.562414 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 3.735141214 |
|---|---|
| Coef of variation | 14.55275941 |
| Kurtosis | 222.9569187 |
| Mean | 0.2566620604 |
| MAD | 0.5108596016 |
| Skewness | 14.81809619 |
| Sum | 374.213284 |
| Variance | 13.95127989 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1451 | 99.5% | |
| 51.561165 | 1 | 0.1% | |
| 53.512128 | 1 | 0.1% | |
| 68.562414 | 1 | 0.1% | |
| 48.216657 | 1 | 0.1% | |
| 44.59344 | 1 | 0.1% | |
| 47.566336 | 1 | 0.1% | |
| 60.201144 | 1 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1451 | 99.5% | |
| 44.59344 | 1 | 0.1% | |
| 47.566336 | 1 | 0.1% | |
| 48.216657 | 1 | 0.1% | |
| 51.561165 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 68.562414 | 1 | 0.1% | |
| 60.201144 | 1 | 0.1% | |
| 53.512128 | 1 | 0.1% | |
| 51.561165 | 1 | 0.1% | |
| 48.216657 | 1 | 0.1% |
tam_primeiro_andar
Numeric
| Distinct count | 753 |
|---|---|
| Unique (%) | 51.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 108.0312149 |
|---|---|
| Minimum | 31.029602 |
| Maximum | 435.900876 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 31.029602 |
|---|---|
| 5-th percentile | 62.50978355 |
| Q1 | 81.940446 |
| Median | 100.985561 |
| Q3 | 129.2977503 |
| 95-th percentile | 170.1750702 |
| Maximum | 435.900876 |
| Range | 404.871274 |
| Interquartile range | 47.35730425 |
Descriptive statistics
| Standard deviation | 35.93332102 |
|---|---|
| Coef of variation | 0.3326197993 |
| Kurtosis | 5.736980233 |
| Mean | 108.0312149 |
| MAD | 27.94625716 |
| Skewness | 1.375169685 |
| Sum | 157509.5114 |
| Variance | 1291.20356 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 80.268192 | 25 | 1.7% | |
| 96.61912 | 16 | 1.1% | |
| 84.727536 | 14 | 1.0% | |
| 83.055282 | 12 | 0.8% | |
| 78.781744 | 12 | 0.8% | |
| 62.430816 | 11 | 0.8% | |
| 75.808848 | 9 | 0.6% | |
| 58.52889 | 9 | 0.6% | |
| 44.872149 | 7 | 0.5% | |
| 89.18688 | 7 | 0.5% | |
| Other values (743) | 1336 | 91.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 31.029602 | 1 | 0.1% | |
| 34.559916 | 1 | 0.1% | |
| 40.691514 | 1 | 0.1% | |
| 44.59344 | 1 | 0.1% | |
| 44.872149 | 7 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 435.900876 | 1 | 0.1% | |
| 299.890884 | 1 | 0.1% | |
| 291.529614 | 1 | 0.1% | |
| 269.232894 | 1 | 0.1% | |
| 244.613599 | 1 | 0.1% |
tam_sala_estar
Numeric
| Distinct count | 860 |
|---|---|
| Unique (%) | 59.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 140.7716849 |
|---|---|
| Minimum | 31.029602 |
| Maximum | 524.158726 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 31.029602 |
|---|---|
| 5-th percentile | 78.781744 |
| Q1 | 105.0036157 |
| Median | 136.009992 |
| Q3 | 164.995728 |
| 95-th percentile | 229.1266689 |
| Maximum | 524.158726 |
| Range | 493.129124 |
| Interquartile range | 59.99211225 |
Descriptive statistics
| Standard deviation | 48.7747794 |
|---|---|
| Coef of variation | 0.3464814634 |
| Kurtosis | 4.928312127 |
| Mean | 140.7716849 |
| MAD | 36.86134802 |
| Skewness | 1.370631022 |
| Sum | 205245.1166 |
| Variance | 2378.979106 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 80.268192 | 22 | 1.5% | |
| 96.61912 | 14 | 1.0% | |
| 83.055282 | 11 | 0.8% | |
| 78.781744 | 10 | 0.7% | |
| 135.266768 | 10 | 0.7% | |
| 84.727536 | 9 | 0.6% | |
| 111.4836 | 9 | 0.6% | |
| 101.450076 | 8 | 0.5% | |
| 75.808848 | 8 | 0.5% | |
| 124.861632 | 7 | 0.5% | |
| Other values (850) | 1350 | 92.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 31.029602 | 1 | 0.1% | |
| 40.691514 | 1 | 0.1% | |
| 44.59344 | 1 | 0.1% | |
| 48.30956 | 1 | 0.1% | |
| 56.206315 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 524.158726 | 1 | 0.1% | |
| 434.414428 | 1 | 0.1% | |
| 415.833828 | 1 | 0.1% | |
| 400.969348 | 1 | 0.1% | |
| 336.959181 | 1 | 0.1% |
tam_segundo_andar
Numeric
| Distinct count | 417 |
|---|---|
| Unique (%) | 28.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 32.19675169 |
|---|---|
| Minimum | 0 |
| Maximum | 191.844695 |
| Zeros (%) | 56.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 67.633384 |
| 95-th percentile | 105.9233554 |
| Maximum | 191.844695 |
| Range | 191.844695 |
| Interquartile range | 67.633384 |
Descriptive statistics
| Standard deviation | 40.50464658 |
|---|---|
| Coef of variation | 1.258035189 |
| Kurtosis | -0.5520713023 |
| Mean | 32.19675169 |
| MAD | 36.79391402 |
| Skewness | 0.812841021 |
| Sum | 46942.86397 |
| Variance | 1640.626395 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 0 | 828 | 56.8% | |
| 67.633384 | 10 | 0.7% | |
| 46.823112 | 9 | 0.6% | |
| 62.430816 | 8 | 0.5% | |
| 50.725038 | 8 | 0.5% | |
| 66.89016 | 7 | 0.5% | |
| 55.7418 | 7 | 0.5% | |
| 83.241088 | 6 | 0.4% | |
| 70.234668 | 5 | 0.3% | |
| 64.010167 | 5 | 0.3% | |
| Other values (407) | 565 | 38.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 828 | 56.8% | |
| 10.21933 | 1 | 0.1% | |
| 15.514801 | 1 | 0.1% | |
| 17.837376 | 1 | 0.1% | |
| 19.323824 | 1 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 191.844695 | 1 | 0.1% | |
| 173.914416 | 1 | 0.1% | |
| 168.897654 | 1 | 0.1% | |
| 166.853788 | 1 | 0.1% | |
| 149.666733 | 1 | 0.1% |
tam_terreno
Numeric
| Distinct count | 1071 |
|---|---|
| Unique (%) | 73.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 976.9452001 |
|---|---|
| Minimum | 120.7739 |
| Maximum | 19996.90623 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 120.7739 |
|---|---|
| 5-th percentile | 306.8678993 |
| Q1 | 700.9066835 |
| Median | 880.5810855 |
| Q3 | 1077.6748 |
| 95-th percentile | 1616.832715 |
| Maximum | 19996.90623 |
| Range | 19876.13233 |
| Interquartile range | 376.7681165 |
Descriptive statistics
| Standard deviation | 927.8930989 |
|---|---|
| Coef of variation | 0.9497903248 |
| Kurtosis | 202.9958759 |
| Mean | 976.9452001 |
| MAD | 349.3858888 |
| Skewness | 12.20093322 |
| Sum | 1424386.102 |
| Variance | 860985.603 |
| Memory size | 11.5 KiB |
| Value | Count | Frequency (%) | |
| 668.9016 | 25 | 1.7% | |
| 891.8688 | 24 | 1.6% | |
| 557.418 | 17 | 1.2% | |
| 780.3852 | 14 | 1.0% | |
| 1003.3524 | 14 | 1.0% | |
| 836.127 | 14 | 1.0% | |
| 156.07704 | 10 | 0.7% | |
| 696.7725 | 9 | 0.6% | |
| 579.71472 | 8 | 0.5% | |
| 568.56636 | 8 | 0.5% | |
| Other values (1061) | 1315 | 90.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 120.7739 | 1 | 0.1% | |
| 137.217731 | 1 | 0.1% | |
| 138.518373 | 1 | 0.1% | |
| 141.769978 | 1 | 0.1% | |
| 142.420299 | 2 | 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19996.90623 | 1 | 0.1% | |
| 15297.40798 | 1 | 0.1% | |
| 14771.577 | 1 | 0.1% | |
| 10697.68755 | 1 | 0.1% | |
| 6573.909183 | 1 | 0.1% |
zoneamento
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| RL | |
|---|---|
| RM | 218 |
| FV | 65 |
| Other values (2) | 26 |
| Value | Count | Frequency (%) | |
| RL | 1149 | 78.8% | |
| RM | 218 | 15.0% | |
| FV | 65 | 4.5% | |
| RH | 16 | 1.1% | |
| C (all) | 10 | 0.7% |
| Max length | 7 |
|---|---|
| Mean length | 2.034293553 |
| Min length | 2 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
First rows
| ano_construcao | ano_venda | ar_condicionado | condicao | forma_terreno | mes_venda | preco | qtde_banheiros | qtde_carros_garagem | qtde_comodos | qtde_lareiras | qtde_quartos | qualidade_aquecedor | qualidade_cozinha | qualidade_geral | qualidade_piscina | tam_garagem | tam_piscina | tam_primeiro_andar | tam_sala_estar | tam_segundo_andar | tam_terreno | zoneamento | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2003 | 2008 | Y | 5 | Reg | 2 | 846510.00 | 30 | 2 | 8 | 0 | 3 | Ex | Gd | 7 | NotAv | 50.91 | 0.00 | 79.52 | 158.86 | 79.34 | 785.03 | RL |
| 1 | 1976 | 2007 | Y | 8 | Reg | 5 | 734478.35 | 2 | 2 | 6 | 1 | 3 | Ex | TA | 6 | NotAv | 42.74 | 0.00 | 117.24 | 117.24 | 0.00 | 891.87 | RL |
| 2 | 2001 | 2008 | Y | 5 | IR1 | 9 | 907410.00 | 2 | 2 | 6 | 1 | 3 | Ex | Gd | 7 | NotAv | 56.49 | 0.00 | 85.47 | 165.92 | 80.45 | 1045.16 | RL |
| 3 | 1915 | 2006 | Y | 5 | IR1 | 2 | 568400.00 | 1 | 3 | 7 | 1 | 3 | Gd | Gd | 7 | NotAv | 59.64 | 0.00 | 89.28 | 159.51 | 70.23 | 887.22 | RL |
| 4 | 2000 | 2008 | Y | 5 | IR1 | 12 | 1015000.00 | 2 | 3 | 9 | 1 | 4 | Ex | Gd | 8 | NotAv | 77.67 | 0.00 | 106.37 | 204.20 | 97.83 | 1324.80 | RL |
| 5 | 1993 | 2009 | Y | 5 | IR1 | 10 | 580580.00 | 1 | 2 | 5 | 0 | 1 | Ex | TA | 5 | NotAv | 44.59 | 0.00 | 73.95 | 126.53 | 52.58 | 1311.33 | RL |
| 6 | 2004 | 2007 | Y | 5 | Reg | 8 | 1246420.00 | 2 | 2 | 7 | 1 | 3 | Ex | Gd | 8 | NotAv | 59.09 | 0.00 | 157.38 | 157.38 | 0.00 | 936.83 | RL |
| 7 | 1973 | 2009 | Y | 6 | IR1 | 11 | 812000.00 | 2 | 2 | 7 | 2 | 3 | Ex | TA | 7 | NotAv | 44.97 | 0.00 | 102.84 | 194.17 | 91.32 | 964.52 | RL |
| 8 | 1931 | 2008 | Y | 5 | Reg | 4 | 527394.00 | 2 | 2 | 8 | 2 | 2 | Gd | TA | 7 | NotAv | 43.48 | 0.00 | 94.95 | 164.81 | 69.86 | 568.57 | RM |
| 9 | 1939 | 2008 | Y | 6 | Reg | 1 | 479080.00 | 1 | 1 | 5 | 2 | 2 | Ex | TA | 5 | NotAv | 19.05 | 0.00 | 100.06 | 100.06 | 0.00 | 689.34 | RL |
Last rows
| ano_construcao | ano_venda | ar_condicionado | condicao | forma_terreno | mes_venda | preco | qtde_banheiros | qtde_carros_garagem | qtde_comodos | qtde_lareiras | qtde_quartos | qualidade_aquecedor | qualidade_cozinha | qualidade_geral | qualidade_piscina | tam_garagem | tam_piscina | tam_primeiro_andar | tam_sala_estar | tam_segundo_andar | tam_terreno | zoneamento | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1448 | 1974 | 2009 | Y | 5 | Reg | 9 | 552160.00 | 2 | 0 | 8 | 0 | 4 | TA | TA | 5 | NotAv | 0.00 | 0.00 | 83.24 | 166.48 | 83.24 | 836.13 | RL |
| 1449 | 2008 | 2009 | Y | 5 | Reg | 5 | 1165585.40 | 2 | 3 | 7 | 1 | 3 | Ex | Ex | 8 | NotAv | 78.04 | 0.00 | 146.60 | 146.60 | 0.00 | 860.47 | RL |
| 1450 | 2005 | 2006 | Y | 5 | Reg | 5 | 588700.00 | 1 | 2 | 5 | 0 | 2 | Gd | TA | 5 | NotAv | 48.77 | 0.00 | 99.59 | 99.59 | 0.00 | 341.42 | RM |
| 1451 | 2006 | 2006 | Y | 5 | Reg | 7 | 343070.00 | 1 | 0 | 6 | 0 | 3 | Ex | TA | 5 | NotAv | 0.00 | 0.00 | 105.91 | 105.91 | 0.00 | 1599.51 | RL |
| 1452 | 2004 | 2009 | Y | 5 | Reg | 10 | 751100.00 | 2 | 2 | 6 | 0 | 2 | Ex | Gd | 7 | NotAv | 37.16 | 0.00 | 113.43 | 113.43 | 0.00 | 696.77 | FV |
| 1453 | 1999 | 2007 | Y | 5 | Reg | 8 | 710500.00 | 2 | 2 | 7 | 1 | 3 | Ex | TA | 6 | NotAv | 42.74 | 0.00 | 88.54 | 153.01 | 64.47 | 735.51 | RL |
| 1454 | 1978 | 2010 | Y | 6 | Reg | 2 | 852600.00 | 2 | 2 | 7 | 2 | 3 | TA | TA | 6 | NotAv | 46.45 | 0.00 | 192.59 | 192.59 | 0.00 | 1224.00 | RL |
| 1455 | 1941 | 2010 | Y | 9 | Reg | 5 | 1081990.00 | 2 | 1 | 9 | 2 | 4 | Ex | Gd | 7 | NotAv | 23.41 | 0.00 | 110.37 | 217.39 | 107.02 | 840.03 | RL |
| 1456 | 1950 | 2010 | Y | 6 | Reg | 4 | 577027.50 | 1 | 1 | 5 | 0 | 2 | Gd | Gd | 5 | NotAv | 22.30 | 0.00 | 100.15 | 100.15 | 0.00 | 902.74 | RL |
| 1457 | 1965 | 2008 | Y | 6 | Reg | 6 | 598850.00 | 1 | 1 | 6 | 0 | 3 | Gd | TA | 5 | NotAv | 25.64 | 0.00 | 116.69 | 116.69 | 0.00 | 923.18 | RL |